Create README.md
Browse files
README.md
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| 1 |
+
---
|
| 2 |
+
annotations_creators:
|
| 3 |
+
- no-annotation
|
| 4 |
+
language_creators:
|
| 5 |
+
- crowdsourced
|
| 6 |
+
pretty_name: Wikipedia
|
| 7 |
+
paperswithcode_id: null
|
| 8 |
+
license:
|
| 9 |
+
- cc-by-sa-3.0
|
| 10 |
+
- gfdl
|
| 11 |
+
task_categories:
|
| 12 |
+
- text-generation
|
| 13 |
+
- fill-mask
|
| 14 |
+
task_ids:
|
| 15 |
+
- language-modeling
|
| 16 |
+
- masked-language-modeling
|
| 17 |
+
source_datasets:
|
| 18 |
+
- original
|
| 19 |
+
multilinguality:
|
| 20 |
+
- multilingual
|
| 21 |
+
size_categories:
|
| 22 |
+
- n<1K
|
| 23 |
+
- 1K<n<10K
|
| 24 |
+
- 10K<n<100K
|
| 25 |
+
- 100K<n<1M
|
| 26 |
+
- 1M<n<10M
|
| 27 |
+
language:
|
| 28 |
+
- aa
|
| 29 |
+
- ab
|
| 30 |
+
- ace
|
| 31 |
+
- af
|
| 32 |
+
- ak
|
| 33 |
+
- als
|
| 34 |
+
- am
|
| 35 |
+
- an
|
| 36 |
+
- ang
|
| 37 |
+
- ar
|
| 38 |
+
- arc
|
| 39 |
+
- arz
|
| 40 |
+
- as
|
| 41 |
+
- ast
|
| 42 |
+
- atj
|
| 43 |
+
- av
|
| 44 |
+
- ay
|
| 45 |
+
- az
|
| 46 |
+
- azb
|
| 47 |
+
- ba
|
| 48 |
+
- bar
|
| 49 |
+
- bcl
|
| 50 |
+
- be
|
| 51 |
+
- bg
|
| 52 |
+
- bh
|
| 53 |
+
- bi
|
| 54 |
+
- bjn
|
| 55 |
+
- bm
|
| 56 |
+
- bn
|
| 57 |
+
- bo
|
| 58 |
+
- bpy
|
| 59 |
+
- br
|
| 60 |
+
- bs
|
| 61 |
+
- bug
|
| 62 |
+
- bxr
|
| 63 |
+
- ca
|
| 64 |
+
- cbk
|
| 65 |
+
- cdo
|
| 66 |
+
- ce
|
| 67 |
+
- ceb
|
| 68 |
+
- ch
|
| 69 |
+
- cho
|
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|
| 544 |
+
- 20240101.rmy
|
| 545 |
+
- 20240101.rn
|
| 546 |
+
- 20240101.ro
|
| 547 |
+
- 20240101.roa-rup
|
| 548 |
+
- 20240101.roa-tara
|
| 549 |
+
- 20240101.ru
|
| 550 |
+
- 20240101.rue
|
| 551 |
+
- 20240101.rw
|
| 552 |
+
- 20240101.sa
|
| 553 |
+
- 20240101.sah
|
| 554 |
+
- 20240101.sat
|
| 555 |
+
- 20240101.sc
|
| 556 |
+
- 20240101.scn
|
| 557 |
+
- 20240101.sco
|
| 558 |
+
- 20240101.sd
|
| 559 |
+
- 20240101.se
|
| 560 |
+
- 20240101.sg
|
| 561 |
+
- 20240101.sh
|
| 562 |
+
- 20240101.si
|
| 563 |
+
- 20240101.simple
|
| 564 |
+
- 20240101.sk
|
| 565 |
+
- 20240101.sl
|
| 566 |
+
- 20240101.sm
|
| 567 |
+
- 20240101.sn
|
| 568 |
+
- 20240101.so
|
| 569 |
+
- 20240101.sq
|
| 570 |
+
- 20240101.sr
|
| 571 |
+
- 20240101.srn
|
| 572 |
+
- 20240101.ss
|
| 573 |
+
- 20240101.st
|
| 574 |
+
- 20240101.stq
|
| 575 |
+
- 20240101.su
|
| 576 |
+
- 20240101.sv
|
| 577 |
+
- 20240101.sw
|
| 578 |
+
- 20240101.szl
|
| 579 |
+
- 20240101.ta
|
| 580 |
+
- 20240101.tcy
|
| 581 |
+
- 20240101.te
|
| 582 |
+
- 20240101.tet
|
| 583 |
+
- 20240101.tg
|
| 584 |
+
- 20240101.th
|
| 585 |
+
- 20240101.ti
|
| 586 |
+
- 20240101.tk
|
| 587 |
+
- 20240101.tl
|
| 588 |
+
- 20240101.tn
|
| 589 |
+
- 20240101.to
|
| 590 |
+
- 20240101.tpi
|
| 591 |
+
- 20240101.tr
|
| 592 |
+
- 20240101.ts
|
| 593 |
+
- 20240101.tt
|
| 594 |
+
- 20240101.tum
|
| 595 |
+
- 20240101.tw
|
| 596 |
+
- 20240101.ty
|
| 597 |
+
- 20240101.tyv
|
| 598 |
+
- 20240101.udm
|
| 599 |
+
- 20240101.ug
|
| 600 |
+
- 20240101.uk
|
| 601 |
+
- 20240101.ur
|
| 602 |
+
- 20240101.uz
|
| 603 |
+
- 20240101.ve
|
| 604 |
+
- 20240101.vec
|
| 605 |
+
- 20240101.vep
|
| 606 |
+
- 20240101.vi
|
| 607 |
+
- 20240101.vls
|
| 608 |
+
- 20240101.vo
|
| 609 |
+
- 20240101.wa
|
| 610 |
+
- 20240101.war
|
| 611 |
+
- 20240101.wo
|
| 612 |
+
- 20240101.wuu
|
| 613 |
+
- 20240101.xal
|
| 614 |
+
- 20240101.xh
|
| 615 |
+
- 20240101.xmf
|
| 616 |
+
- 20240101.yi
|
| 617 |
+
- 20240101.yo
|
| 618 |
+
- 20240101.za
|
| 619 |
+
- 20240101.zea
|
| 620 |
+
- 20240101.zh
|
| 621 |
+
- 20240101.zh-classical
|
| 622 |
+
- 20240101.zh-min-nan
|
| 623 |
+
- 20240101.zh-yue
|
| 624 |
+
- 20240101.zu
|
| 625 |
+
---
|
| 626 |
+
|
| 627 |
+
# Dataset Card for Wikipedia
|
| 628 |
+
|
| 629 |
+
This repo is a fork of the [olm/wikipedia](https://huggingface.co/datasets/olm/wikipedia) repo which itself is a fork of the original Hugging Face Wikipedia repo [here](https://huggingface.co/datasets/wikipedia).
|
| 630 |
+
|
| 631 |
+
This fork modifies `olm/wikipedia` to enable running on lower resourced machines. These changes have been proposed as a [PR with the olm/wikipedia project](https://huggingface.co/datasets/olm/wikipedia/discussions/6).
|
| 632 |
+
|
| 633 |
+
## Table of Contents
|
| 634 |
+
- [Dataset Description](#dataset-description)
|
| 635 |
+
- [Dataset Summary](#dataset-summary)
|
| 636 |
+
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
|
| 637 |
+
- [Languages](#languages)
|
| 638 |
+
- [Dataset Structure](#dataset-structure)
|
| 639 |
+
- [Data Instances](#data-instances)
|
| 640 |
+
- [Data Fields](#data-fields)
|
| 641 |
+
- [Data Splits](#data-splits)
|
| 642 |
+
- [Dataset Creation](#dataset-creation)
|
| 643 |
+
- [Curation Rationale](#curation-rationale)
|
| 644 |
+
- [Source Data](#source-data)
|
| 645 |
+
- [Annotations](#annotations)
|
| 646 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
|
| 647 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
|
| 648 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
|
| 649 |
+
- [Discussion of Biases](#discussion-of-biases)
|
| 650 |
+
- [Other Known Limitations](#other-known-limitations)
|
| 651 |
+
- [Additional Information](#additional-information)
|
| 652 |
+
- [Dataset Curators](#dataset-curators)
|
| 653 |
+
- [Licensing Information](#licensing-information)
|
| 654 |
+
- [Citation Information](#citation-information)
|
| 655 |
+
- [Contributions](#contributions)
|
| 656 |
+
|
| 657 |
+
## Dataset Description
|
| 658 |
+
|
| 659 |
+
- **Homepage:** [https://dumps.wikimedia.org](https://dumps.wikimedia.org)
|
| 660 |
+
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 661 |
+
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 662 |
+
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 663 |
+
|
| 664 |
+
### Dataset Summary
|
| 665 |
+
|
| 666 |
+
Wikipedia dataset containing cleaned articles of all languages. The datasets are built from the Wikipedia dump (https://dumps.wikimedia.org/) with one split per language. Each example contains the content of one full Wikipedia article with cleaning to strip markdown and unwanted sections (references, etc.).
|
| 667 |
+
|
| 668 |
+
The articles are parsed using the ``mwparserfromhell`` tool.
|
| 669 |
+
|
| 670 |
+
To load this dataset you need to install the following dependencies:
|
| 671 |
+
|
| 672 |
+
```
|
| 673 |
+
pip install mwparserfromhell datasets
|
| 674 |
+
```
|
| 675 |
+
|
| 676 |
+
Then, you can load any subset of Wikipedia per language and per date this way:
|
| 677 |
+
|
| 678 |
+
```python
|
| 679 |
+
from datasets import load_dataset
|
| 680 |
+
|
| 681 |
+
load_dataset("neuml/wikipedia", language="en", date="20240101")
|
| 682 |
+
```
|
| 683 |
+
|
| 684 |
+
You can find the full list of languages and dates [here](https://dumps.wikimedia.org/backup-index.html).
|
| 685 |
+
|
| 686 |
+
### Supported Tasks and Leaderboards
|
| 687 |
+
|
| 688 |
+
The dataset is generally used for Language Modeling.
|
| 689 |
+
|
| 690 |
+
### Languages
|
| 691 |
+
|
| 692 |
+
You can find the list of languages [here](https://meta.wikimedia.org/wiki/List_of_Wikipedias).
|
| 693 |
+
|
| 694 |
+
## Dataset Structure
|
| 695 |
+
|
| 696 |
+
### Data Instances
|
| 697 |
+
|
| 698 |
+
An example looks as follows:
|
| 699 |
+
|
| 700 |
+
```
|
| 701 |
+
{'id': '1',
|
| 702 |
+
'url': 'https://simple.wikipedia.org/wiki/April',
|
| 703 |
+
'title': 'April',
|
| 704 |
+
'text': 'April is the fourth month...'
|
| 705 |
+
}
|
| 706 |
+
```
|
| 707 |
+
|
| 708 |
+
### Data Fields
|
| 709 |
+
|
| 710 |
+
The data fields are the same among all configurations:
|
| 711 |
+
|
| 712 |
+
- `id` (`str`): ID of the article.
|
| 713 |
+
- `url` (`str`): URL of the article.
|
| 714 |
+
- `title` (`str`): Title of the article.
|
| 715 |
+
- `text` (`str`): Text content of the article.
|
| 716 |
+
|
| 717 |
+
### Curation Rationale
|
| 718 |
+
|
| 719 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 720 |
+
|
| 721 |
+
### Source Data
|
| 722 |
+
|
| 723 |
+
#### Initial Data Collection and Normalization
|
| 724 |
+
|
| 725 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 726 |
+
|
| 727 |
+
#### Who are the source language producers?
|
| 728 |
+
|
| 729 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 730 |
+
|
| 731 |
+
### Annotations
|
| 732 |
+
|
| 733 |
+
#### Annotation process
|
| 734 |
+
|
| 735 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 736 |
+
|
| 737 |
+
#### Who are the annotators?
|
| 738 |
+
|
| 739 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 740 |
+
|
| 741 |
+
### Personal and Sensitive Information
|
| 742 |
+
|
| 743 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 744 |
+
|
| 745 |
+
## Considerations for Using the Data
|
| 746 |
+
|
| 747 |
+
### Social Impact of Dataset
|
| 748 |
+
|
| 749 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 750 |
+
|
| 751 |
+
### Discussion of Biases
|
| 752 |
+
|
| 753 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 754 |
+
|
| 755 |
+
### Other Known Limitations
|
| 756 |
+
|
| 757 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 758 |
+
|
| 759 |
+
## Additional Information
|
| 760 |
+
|
| 761 |
+
### Dataset Curators
|
| 762 |
+
|
| 763 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 764 |
+
|
| 765 |
+
### Licensing Information
|
| 766 |
+
|
| 767 |
+
Most of Wikipedia's text and many of its images are co-licensed under the [Creative Commons Attribution-ShareAlike 3.0 Unported License](https://en.wikipedia.org/wiki/Wikipedia:Text_of_Creative_Commons_Attribution-ShareAlike_3.0_Unported_License)(CC BY-SA) and the [GNU Free Documentation License](https://en.wikipedia.org/wiki/Wikipedia:Text_of_the_GNU_Free_Documentation_License)(GFDL) (unversioned, with no invariant sections, front-cover texts, or back-cover texts).
|
| 768 |
+
|
| 769 |
+
Some text has been imported only under CC BY-SA and CC BY-SA-compatible license and cannot be reused under GFDL; such text will be identified on the page footer, in the page history, or on the discussion page of the article that utilizes the text.
|
| 770 |
+
|
| 771 |
+
### Citation Information
|
| 772 |
+
|
| 773 |
+
```
|
| 774 |
+
@ONLINE{wikidump,
|
| 775 |
+
author = "Wikimedia Foundation",
|
| 776 |
+
title = "Wikimedia Downloads",
|
| 777 |
+
url = "https://dumps.wikimedia.org"
|
| 778 |
+
}
|
| 779 |
+
```
|